Skip to content

Conversation

@nikivanstein
Copy link
Collaborator

Summary

  • extend feature guidance to consider a selected parent's feature vector when computing SHAP contributions and tailor the guidance message
  • update mutation prompt construction to request parent-specific guidance without clearing messages when none is available
  • add parent-aware feature guidance tests, including extreme feature value scenarios

Testing

  • uv run pytest tests/test_feature_guidance.py

Codex Task

@codecov
Copy link

codecov bot commented Dec 12, 2025

Codecov Report

❌ Patch coverage is 66.66667% with 26 lines in your changes missing coverage. Please review.

Files with missing lines Patch % Lines
llamea/feature_guidance.py 74.62% 17 Missing ⚠️
llamea/llamea.py 18.18% 9 Missing ⚠️

📢 Thoughts on this report? Let us know!

@nikivanstein nikivanstein merged commit 147f002 into feature/codex-add-toggled-feature-for-xgboost-model-training Dec 12, 2025
6 checks passed
@nikivanstein nikivanstein deleted the feature/codex-extend-compute_feature_guidance-for-parent-solutions branch December 12, 2025 13:20
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants